glowdb 0.0.1a0

A fast and efficient key/value store or document database which can work as a drop-in replacement for DynamoDB or MongoDB.

GlowDB: A Vector Store with RPC API

GlowDB is a flexible and efficient vector store server that enables interaction with a variety of data through a WebSocket-based Remote Procedure Call (RPC) API. It supports storing, retrieving, scanning, and managing vector-based documents in a RocksDB-backed database.

Table of Contents

• Features
• Getting Started
  • Requirements
  • Installation
  • Usage
• RPC API Overview
• Example Usage
  • Client Usage
  • Running the Server
• Utilities
• Logging
• License

Features

• WebSocket RPC API: Communicate with the vector store server over WebSocket using JSON-RPC requests.
• Document Storage: Store, retrieve, and manage documents using vector embeddings.
• Custom Models: Support for custom document models with the DocumentObject class.
• Async Support: Fully asynchronous API for efficient data processing.
• Retry and Timing Handlers: Includes decorators for retry mechanisms, timing measurement, and exception handling.
• Singleton Pattern: Ensures single instances of classes where needed.
• Flexible Configurations: Use decorators and functions to enhance the API as required.

Getting Started

Requirements

• Python 3.8 or higher
• Dependencies:
  • orjson
  • websockets
  • rocksdb
  • pydantic
  • typing-extensions

Installation

1. Clone the repository:

   git clone https://github.com/yourusername/glowdb.git
   cd glowdb